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      坚持学习，是为了成就更好的自己. <br></div> <div>公众号[中关村程序员]</div></div></div> <!----></div> <div class="theme-default-content content__default"><p>最近把项目中的 sequelize 由 <code>4.38.0</code> 升级到了 <code>5.8.7</code>，以下是升级记录</p> <p>本文地址: <a href="https://blog.zhequtao.com/post/sequelize-upgrade/" target="_blank" rel="noopener noreferrer">https://blog.zhequtao.com/post/sequelize-upgrade/<svg xmlns="http://www.w3.org/2000/svg" aria-hidden="true" x="0px" y="0px" viewBox="0 0 100 100" width="15" height="15" class="icon outbound"><path fill="currentColor" d="M18.8,85.1h56l0,0c2.2,0,4-1.8,4-4v-32h-8v28h-48v-48h28v-8h-32l0,0c-2.2,0-4,1.8-4,4v56C14.8,83.3,16.6,85.1,18.8,85.1z"></path> <polygon fill="currentColor" points="45.7,48.7 51.3,54.3 77.2,28.5 77.2,37.2 85.2,37.2 85.2,14.9 62.8,14.9 62.8,22.9 71.5,22.9"></polygon></svg></a></p> <h2 id="_01-删包"><a href="#_01-删包" class="header-anchor">#</a> 01 删包</h2> <p>从 package.json 中删掉 sequelize 以及 @types/sequelize</p> <h2 id="_02-过文档"><a href="#_02-过文档" class="header-anchor">#</a> 02 过文档</h2> <p>大致过一遍官方升级文档 <a href="http://docs.sequelizejs.com/manual/upgrade-to-v5.html" target="_blank" rel="noopener noreferrer">http://docs.sequelizejs.com/manual/upgrade-to-v5.html<svg xmlns="http://www.w3.org/2000/svg" aria-hidden="true" x="0px" y="0px" viewBox="0 0 100 100" width="15" height="15" class="icon outbound"><path fill="currentColor" d="M18.8,85.1h56l0,0c2.2,0,4-1.8,4-4v-32h-8v28h-48v-48h28v-8h-32l0,0c-2.2,0-4,1.8-4,4v56C14.8,83.3,16.6,85.1,18.8,85.1z"></path> <polygon fill="currentColor" points="45.7,48.7 51.3,54.3 77.2,28.5 77.2,37.2 85.2,37.2 85.2,14.9 62.8,14.9 62.8,22.9 71.5,22.9"></polygon></svg></a></p> <h2 id="_03-npm-install"><a href="#_03-npm-install" class="header-anchor">#</a> 03 npm install</h2> <p>由于官方提供了 <code>typescript</code> 的支持，不需要在安装 <code>@types/sequelize</code>。</p> <div class="language-shell extra-class"><pre class="language-shell"><code><span class="token function">npm</span> <span class="token function">install</span> sequelize
</code></pre></div><h2 id="_04-tsc"><a href="#_04-tsc" class="header-anchor">#</a> 04 tsc</h2> <p>由于使用了 <code>typescript</code> 编译，解决问题。</p> <div class="language-shell extra-class"><pre class="language-shell"><code>$ tsc
<span class="token punctuation">..</span>.
Found <span class="token number">1361</span> errors.
</code></pre></div><h2 id="_05-new-sequelize"><a href="#_05-new-sequelize" class="header-anchor">#</a> 05 new Sequelize</h2> <p>从数据库初始化入手，解决一些 Sequelize 实例化时的类型问题</p> <h2 id="_06-anymodel-anypropmodel-sequelize-define"><a href="#_06-anymodel-anypropmodel-sequelize-define" class="header-anchor">#</a> 06 AnyModel &amp; AnyPropModel &amp; Sequelize.define</h2> <p>由于 <code>sequelize</code> 的 <code>type</code> 此时由官方维护，重新定义了 <code>Model</code> 等类型。</p> <p>虽然目前官方已经支持了对 <code>Model</code> 的 typescript 支持，但是为了更小幅度的升级，仍然使用 <code>Sequelize.define</code>。</p> <p>以后将 <code>AnyPropModel</code> 逐渐替换为 <code>UserModel</code> 等真实的 Model。</p> <p>根据文档，对 <code>Model</code> 以及 <code>Sequelize.define</code> 做以下更改。</p> <div class="language-typescript extra-class"><pre class="language-typescript"><code><span class="token keyword">class</span> <span class="token class-name">AnyPropModel</span> <span class="token keyword">extends</span> <span class="token class-name">Model</span> <span class="token punctuation">{</span>
  <span class="token punctuation">[</span>key<span class="token operator">:</span> <span class="token builtin">string</span><span class="token punctuation">]</span><span class="token operator">:</span> <span class="token builtin">any</span><span class="token punctuation">;</span>
<span class="token punctuation">}</span>

<span class="token keyword">export</span> <span class="token keyword">type</span> AnyModel <span class="token operator">=</span> <span class="token keyword">typeof</span> Model <span class="token operator">&amp;</span> <span class="token punctuation">{</span>
  <span class="token keyword">new</span> <span class="token punctuation">(</span>values<span class="token operator">?</span><span class="token operator">:</span> <span class="token builtin">any</span><span class="token punctuation">,</span> options<span class="token operator">?</span><span class="token operator">:</span> BuildOptions<span class="token punctuation">)</span><span class="token operator">:</span> AnyPropModel<span class="token punctuation">;</span>
<span class="token punctuation">}</span>

<span class="token keyword">export</span> <span class="token keyword">type</span> Models <span class="token operator">=</span> Record<span class="token operator">&lt;</span><span class="token builtin">string</span><span class="token punctuation">,</span> AnyModel<span class="token operator">&gt;</span><span class="token punctuation">;</span>

<span class="token keyword">const</span> UserModel <span class="token operator">=</span> <span class="token operator">&lt;</span>AnyModel<span class="token operator">&gt;</span>sequelize<span class="token punctuation">.</span><span class="token function">define</span><span class="token punctuation">(</span><span class="token string">'MyDefineModel'</span><span class="token punctuation">,</span> <span class="token punctuation">{</span>
  id<span class="token operator">:</span> <span class="token punctuation">{</span>
    primaryKey<span class="token operator">:</span> <span class="token boolean">true</span><span class="token punctuation">,</span>
    <span class="token keyword">type</span><span class="token operator">:</span> DataTypes<span class="token punctuation">.</span><span class="token constant">INTEGER</span><span class="token punctuation">.</span><span class="token constant">UNSIGNED</span><span class="token punctuation">,</span>
  <span class="token punctuation">}</span>
<span class="token punctuation">}</span><span class="token punctuation">)</span><span class="token punctuation">;</span>
</code></pre></div><p>更改之后再次编译.</p> <div class="language-shell extra-class"><pre class="language-shell"><code>$ tsc
Found <span class="token number">898</span> errors.
</code></pre></div><h2 id="_07-归并与分类，逐个击破"><a href="#_07-归并与分类，逐个击破" class="header-anchor">#</a> 07 归并与分类，逐个击破</h2> <p>对 typescript 编译出来的错误信息进行格式化并做统计，以下为格式化数据，抽出 <code>{ file, code, message }</code></p> <blockquote><p>本来也想抽出 lines，没有成功...</p></blockquote> <div class="language-shell extra-class"><pre class="language-shell"><code>$ tsc <span class="token operator">|</span> <span class="token function">grep</span> <span class="token string">'error TS'</span> <span class="token operator">|</span> jq -R -c -s <span class="token string">'split(&quot;<span class="token entity" title="\n">\n</span>&quot;) | map(capture(&quot;(?&lt;file&gt;.+): error (?&lt;code&gt;.+): (?&lt;message&gt;.+)&quot;)) | .[]'</span> <span class="token operator">&gt;</span> build.jsonl
$ <span class="token function">head</span> -3 build.jsonl
<span class="token punctuation">{</span><span class="token string">&quot;file&quot;</span><span class="token builtin class-name">:</span><span class="token string">&quot;bin/demo.ts(278,23)&quot;</span>,<span class="token string">&quot;code&quot;</span><span class="token builtin class-name">:</span><span class="token string">&quot;TS2351&quot;</span>,<span class="token string">&quot;message&quot;</span><span class="token builtin class-name">:</span><span class="token string">&quot;Cannot use 'new' with an expression whose type lacks a call or construct signature.&quot;</span><span class="token punctuation">}</span>
<span class="token punctuation">{</span><span class="token string">&quot;file&quot;</span><span class="token builtin class-name">:</span><span class="token string">&quot;src/helpers/one.ts(36,23)&quot;</span>,<span class="token string">&quot;code&quot;</span><span class="token builtin class-name">:</span><span class="token string">&quot;TS2576&quot;</span>,<span class="token string">&quot;message&quot;</span><span class="token builtin class-name">:</span><span class="token string">&quot;Property 'literal' is a static member of type 'Sequelize'&quot;</span><span class="token punctuation">}</span>
<span class="token punctuation">{</span><span class="token string">&quot;file&quot;</span><span class="token builtin class-name">:</span><span class="token string">&quot;src/helpers/two.ts(188,24)&quot;</span>,<span class="token string">&quot;code&quot;</span><span class="token builtin class-name">:</span><span class="token string">&quot;TS2576&quot;</span>,<span class="token string">&quot;message&quot;</span><span class="token builtin class-name">:</span><span class="token string">&quot;Property 'fn' is a static member of type 'Sequelize'&quot;</span><span class="token punctuation">}</span>

</code></pre></div><p>根据格式化信息，对相同 code 的错误进行分类，先解决错误率最高的五类</p> <div class="language-shell extra-class"><pre class="language-shell"><code>$ <span class="token function">cat</span> build.jsonl <span class="token operator">|</span> jq -s <span class="token string">'group_by(.code) | map({count: length, code: .[0].code, message: .[0].message}) | sort_by(.count) | .[]'</span>
<span class="token punctuation">{</span>
  <span class="token string">&quot;count&quot;</span><span class="token builtin class-name">:</span> <span class="token number">41</span>,
  <span class="token string">&quot;code&quot;</span><span class="token builtin class-name">:</span> <span class="token string">&quot;TS6133&quot;</span>,
  <span class="token string">&quot;message&quot;</span><span class="token builtin class-name">:</span> <span class="token string">&quot;'DataTypes' is declared but its value is never read.&quot;</span>
<span class="token punctuation">}</span>
<span class="token punctuation">{</span>
  <span class="token string">&quot;count&quot;</span><span class="token builtin class-name">:</span> <span class="token number">53</span>,
  <span class="token string">&quot;code&quot;</span><span class="token builtin class-name">:</span> <span class="token string">&quot;TS2339&quot;</span>,
  <span class="token string">&quot;message&quot;</span><span class="token builtin class-name">:</span> <span class="token string">&quot;Property 'id' does not exist on type 'object'.&quot;</span>
<span class="token punctuation">}</span>
<span class="token punctuation">{</span>
  <span class="token string">&quot;count&quot;</span><span class="token builtin class-name">:</span> <span class="token number">82</span>,
  <span class="token string">&quot;code&quot;</span><span class="token builtin class-name">:</span> <span class="token string">&quot;TS2709&quot;</span>,
  <span class="token string">&quot;message&quot;</span><span class="token builtin class-name">:</span> <span class="token string">&quot;Cannot use namespace 'DataTypes' as a type.&quot;</span>
<span class="token punctuation">}</span>
<span class="token punctuation">{</span>
  <span class="token string">&quot;count&quot;</span><span class="token builtin class-name">:</span> <span class="token number">94</span>,
  <span class="token string">&quot;code&quot;</span><span class="token builtin class-name">:</span> <span class="token string">&quot;TS7006&quot;</span>,
  <span class="token string">&quot;message&quot;</span><span class="token builtin class-name">:</span> <span class="token string">&quot;Parameter 'e' implicitly has an 'any' type.&quot;</span>
<span class="token punctuation">}</span>
<span class="token punctuation">{</span>
  <span class="token string">&quot;count&quot;</span><span class="token builtin class-name">:</span> <span class="token number">142</span>,
  <span class="token string">&quot;code&quot;</span><span class="token builtin class-name">:</span> <span class="token string">&quot;TS2576&quot;</span>,
  <span class="token string">&quot;message&quot;</span><span class="token builtin class-name">:</span> <span class="token string">&quot;Property 'col' is a static member of type 'Sequelize'&quot;</span>
<span class="token punctuation">}</span>
<span class="token punctuation">{</span>
  <span class="token string">&quot;count&quot;</span><span class="token builtin class-name">:</span> <span class="token number">335</span>,
  <span class="token string">&quot;code&quot;</span><span class="token builtin class-name">:</span> <span class="token string">&quot;TS2531&quot;</span>,
  <span class="token string">&quot;message&quot;</span><span class="token builtin class-name">:</span> <span class="token string">&quot;Object is possibly 'null'.&quot;</span>
<span class="token punctuation">}</span>
</code></pre></div><h2 id="_08-ts2576-sequelize-prototype-sequelize"><a href="#_08-ts2576-sequelize-prototype-sequelize" class="header-anchor">#</a> 08 TS2576: Sequelize.prototype -&gt; Sequelize</h2> <div class="language-shell extra-class"><pre class="language-shell"><code><span class="token string">&quot;Property 'col' is a static member of type 'Sequelize'&quot;</span>
<span class="token string">&quot;Property 'literal' is a static member of type 'Sequelize'&quot;</span>
<span class="token string">&quot;Property 'or' is a static member of type 'Sequelize'&quot;</span>
</code></pre></div><p>根据文档 <a href="http://docs.sequelizejs.com/manual/upgrade-to-v5.html#sequelize" target="_blank" rel="noopener noreferrer">http://docs.sequelizejs.com/manual/upgrade-to-v5.html#sequelize<svg xmlns="http://www.w3.org/2000/svg" aria-hidden="true" x="0px" y="0px" viewBox="0 0 100 100" width="15" height="15" class="icon outbound"><path fill="currentColor" d="M18.8,85.1h56l0,0c2.2,0,4-1.8,4-4v-32h-8v28h-48v-48h28v-8h-32l0,0c-2.2,0-4,1.8-4,4v56C14.8,83.3,16.6,85.1,18.8,85.1z"></path> <polygon fill="currentColor" points="45.7,48.7 51.3,54.3 77.2,28.5 77.2,37.2 85.2,37.2 85.2,14.9 62.8,14.9 62.8,22.9 71.5,22.9"></polygon></svg></a></p> <p>Sequelize 示例上的很多方法变成了 static method.</p> <p>借助 <code>VS Code</code> 与其内置的命令行工具，输入命令 <code>tsc | grep 2576</code> 可以更快解决问题:</p> <ol><li><code>tsc | grep 2576</code> 提供所有的此类问题与行号</li> <li><code>VS Code</code> 可以根据行号快速定位</li></ol> <p>但不管怎么说，这还是一个体力活......</p> <h2 id="_09-ts2339-model-的废弃方法"><a href="#_09-ts2339-model-的废弃方法" class="header-anchor">#</a> 09 TS2339 Model 的废弃方法</h2> <div class="language-shell extra-class"><pre class="language-shell"><code>Property <span class="token string">'findById'</span> does not exist on <span class="token builtin class-name">type</span> <span class="token string">'AnyModel'</span><span class="token builtin class-name">.</span>
Property <span class="token string">'find'</span> does not exist on <span class="token builtin class-name">type</span> <span class="token string">'AnyModel'</span><span class="token builtin class-name">.</span>
Property <span class="token string">'id'</span> does not exist on <span class="token builtin class-name">type</span> <span class="token string">'AnyPropModel | null'</span><span class="token builtin class-name">.</span>
Property <span class="token string">'LOCK'</span> does not exist on <span class="token builtin class-name">type</span> <span class="token string">'Transaction'</span><span class="token builtin class-name">.</span>
</code></pre></div><p>这个在升级文档中也提到过 <a href="http://docs.sequelizejs.com/manual/upgrade-to-v5.html#model" target="_blank" rel="noopener noreferrer">http://docs.sequelizejs.com/manual/upgrade-to-v5.html#model<svg xmlns="http://www.w3.org/2000/svg" aria-hidden="true" x="0px" y="0px" viewBox="0 0 100 100" width="15" height="15" class="icon outbound"><path fill="currentColor" d="M18.8,85.1h56l0,0c2.2,0,4-1.8,4-4v-32h-8v28h-48v-48h28v-8h-32l0,0c-2.2,0-4,1.8-4,4v56C14.8,83.3,16.6,85.1,18.8,85.1z"></path> <polygon fill="currentColor" points="45.7,48.7 51.3,54.3 77.2,28.5 77.2,37.2 85.2,37.2 85.2,14.9 62.8,14.9 62.8,22.9 71.5,22.9"></polygon></svg></a></p> <p>至于替换也是一个体力活，再次编译</p> <p><strong>Found 753 errors.</strong></p> <h2 id="_10-ts2531-object-is-possibly-null"><a href="#_10-ts2531-object-is-possibly-null" class="header-anchor">#</a> 10 TS2531 Object is possibly 'null'</h2> <div class="language-shell extra-class"><pre class="language-shell"><code>$ tsc <span class="token operator">|</span> <span class="token function">grep</span> <span class="token number">2531</span> <span class="token operator">|</span> <span class="token function">wc</span>
   <span class="token number">406</span>
</code></pre></div><p>再次统计下此问题的个数，比刚才统计时多了一百多</p> <p><strong>我们总是在不停地解决 Bug 的过程中引入新的 Bug。在解决旧 Bug 的过程中总有产生新 Bug 的风险</strong></p> <p><code>findById</code> 更改之后有更多的问题显现出来，是因为没有对返回的数据做不存在断言处理，如下例所示</p> <div class="language-typescript extra-class"><pre class="language-typescript"><code><span class="token keyword">const</span> user <span class="token operator">=</span> <span class="token keyword">await</span> models<span class="token punctuation">.</span>user<span class="token punctuation">.</span><span class="token function">findOne</span><span class="token punctuation">(</span><span class="token punctuation">)</span>
<span class="token comment">// 此时 user 可能不存在，可能报错</span>
<span class="token keyword">const</span> id <span class="token operator">=</span> user<span class="token punctuation">.</span>id
</code></pre></div><p>在解决问题之前，我先分析下原因</p> <p>使用 <code>rejectOnEmpty</code> 来修正它，他能保证数据一定存在</p> <div class="language-typescript extra-class"><pre class="language-typescript"><code><span class="token keyword">const</span> user <span class="token operator">=</span> <span class="token keyword">await</span> models<span class="token punctuation">.</span>User<span class="token punctuation">.</span><span class="token function">findOne</span><span class="token punctuation">(</span><span class="token punctuation">{</span>
  rejectOnEmpty<span class="token operator">:</span> <span class="token boolean">true</span>
<span class="token punctuation">}</span><span class="token punctuation">)</span>
</code></pre></div><p>接下来就是体力活了:</p> <ol><li><code>tsc | grep 2531</code> 提供所有的此类问题与行号</li> <li><code>VS Code</code> 根据行号快速定位</li> <li><code>gd</code> vim 的 <code>Go to Def</code> 可以快速定位到出问题的变量定义处</li> <li><code>&quot;0p</code> 使用 vim 把 <code>rejectOnEmpty</code> 至于0号寄存器，快速粘贴</li> <li><code>==</code> vim 进行格式化</li></ol> <p>再次编译:</p> <p><strong>Found 335 errors.</strong></p> <h2 id="_11-migration"><a href="#_11-migration" class="header-anchor">#</a> 11 migration</h2> <div class="language-shell extra-class"><pre class="language-shell"><code>TS2709: Cannot use namespace <span class="token string">'DataTypes'</span> as a <span class="token builtin class-name">type</span>
</code></pre></div><p>这都是在 migration 文件中的内容，既然数据库迁移脚本已经执行过了，它其实也没多大用处了，我觉得不改也可以了...</p> <p><strong>另外，migration 这种数据库迁移脚本是不是可以单独从项目中抽出来，有两个原因</strong></p> <ol><li>它是一次性脚本</li> <li>一个数据库有可能对应多个后端应用</li></ol> <div class="language-typescript extra-class"><pre class="language-typescript"><code><span class="token keyword">import</span> <span class="token punctuation">{</span> QueryInterface<span class="token punctuation">,</span> DataTypes <span class="token punctuation">}</span> <span class="token keyword">from</span> <span class="token string">'sequelize'</span>

<span class="token keyword">export</span> <span class="token keyword">const</span> <span class="token function-variable function">up</span> <span class="token operator">=</span> <span class="token keyword">async</span> <span class="token keyword">function</span> <span class="token punctuation">(</span><span class="token parameter">queryInterface<span class="token operator">:</span> QueryInterface<span class="token punctuation">,</span> Sequelize<span class="token operator">:</span> DataTypes</span><span class="token punctuation">)</span> <span class="token punctuation">{</span>

<span class="token punctuation">}</span>
</code></pre></div><p>全局替换</p> <p><code>Sequelize: DataTypes -&gt; sequelize: typeof Sequelize</code></p> <p><strong>Found 216 errors.</strong></p> <h2 id="_12-implicitly-any"><a href="#_12-implicitly-any" class="header-anchor">#</a> 12 implicitly any</h2> <div class="language-shell extra-class"><pre class="language-shell"><code>TS7006 Parameter <span class="token string">'item'</span> implicitly has an <span class="token string">'any'</span> type.
</code></pre></div><p>解决后再次编译</p> <p><strong>Found 185 errors.</strong></p> <h2 id="_13-使用-sed-批量替换-op"><a href="#_13-使用-sed-批量替换-op" class="header-anchor">#</a> 13 使用 sed 批量替换 Op</h2> <div class="language-typescript extra-class"><pre class="language-typescript"><code><span class="token comment">// 替换前</span>
where<span class="token punctuation">.</span>count <span class="token operator">=</span> <span class="token punctuation">{</span> $lte<span class="token operator">:</span> <span class="token number">10</span> <span class="token punctuation">}</span>
where<span class="token punctuation">.</span>count<span class="token punctuation">[</span><span class="token string">'$lte'</span><span class="token punctuation">]</span> <span class="token operator">=</span> <span class="token number">10</span>
where<span class="token punctuation">.</span>count<span class="token punctuation">.</span>$lte <span class="token operator">=</span> <span class="token number">10</span>

<span class="token comment">// 替换后</span>
where<span class="token punctuation">.</span>count <span class="token operator">=</span> <span class="token punctuation">{</span> <span class="token punctuation">[</span>Op<span class="token punctuation">.</span>lte<span class="token punctuation">]</span><span class="token operator">:</span> <span class="token number">10</span> <span class="token punctuation">}</span>
where<span class="token punctuation">.</span>count<span class="token punctuation">[</span>Op<span class="token punctuation">.</span>lte<span class="token punctuation">]</span> <span class="token operator">=</span> <span class="token number">10</span>
where<span class="token punctuation">.</span>count<span class="token punctuation">[</span>Op<span class="token punctuation">.</span>lte<span class="token punctuation">]</span> <span class="token operator">=</span> <span class="token number">10</span>
</code></pre></div><p>写一段 <code>sed</code> 脚本来批量替换</p> <p>再次编译</p> <p><strong>Found 412 errors.</strong></p> <h2 id="_14-补充-op"><a href="#_14-补充-op" class="header-anchor">#</a> 14 补充 Op</h2> <p>以上错误的原因过多是因为批量替换成 <code>Op</code> 后提示 <code>Op</code> 不存在</p> <div class="language-typescript extra-class"><pre class="language-typescript"><code><span class="token keyword">import</span> <span class="token punctuation">{</span> Op <span class="token punctuation">}</span> <span class="token keyword">from</span> <span class="token string">'sequelize'</span>
</code></pre></div><h2 id="_15-再次统计"><a href="#_15-再次统计" class="header-anchor">#</a> 15 再次统计</h2> <div class="language-shell extra-class"><pre class="language-shell"><code>$ tsc <span class="token operator">|</span> <span class="token function">grep</span> <span class="token string">'error TS'</span> <span class="token operator">|</span> jq -R -s <span class="token string">'split(&quot;<span class="token entity" title="\n">\n</span>&quot;) | map(capture(&quot;(?&lt;file&gt;.+): error (?&lt;code&gt;.+): (?&lt;message&gt;.+)&quot;)) | group_by(.code) | map({count: length, code: .[0].code, message: .[0].message}) | sort_by(.count) | .[]'</span>

<span class="token punctuation">{</span>
  <span class="token string">&quot;count&quot;</span><span class="token builtin class-name">:</span> <span class="token number">12</span>,
  <span class="token string">&quot;code&quot;</span><span class="token builtin class-name">:</span> <span class="token string">&quot;TS2684&quot;</span>,
  <span class="token string">&quot;message&quot;</span><span class="token builtin class-name">:</span> <span class="token string">&quot;The 'this' context of type 'typeof Model' is not assignable to method's 'this' of type '(new () =&gt; Model&lt;{}, {}&gt;) &amp; typeof Model'.&quot;</span>
<span class="token punctuation">}</span>
<span class="token punctuation">{</span>
  <span class="token string">&quot;count&quot;</span><span class="token builtin class-name">:</span> <span class="token number">14</span>,
  <span class="token string">&quot;code&quot;</span><span class="token builtin class-name">:</span> <span class="token string">&quot;TS2322&quot;</span>,
  <span class="token string">&quot;message&quot;</span><span class="token builtin class-name">:</span> <span class="token string">&quot;Type 'true' is not assignable to type 'false'.&quot;</span>
<span class="token punctuation">}</span>
<span class="token punctuation">{</span>
  <span class="token string">&quot;count&quot;</span><span class="token builtin class-name">:</span> <span class="token number">18</span>,
  <span class="token string">&quot;code&quot;</span><span class="token builtin class-name">:</span> <span class="token string">&quot;TS2694&quot;</span>,
  <span class="token string">&quot;message&quot;</span><span class="token builtin class-name">:</span> <span class="token string">&quot;Namespace '<span class="token entity" title="\&quot;">\&quot;</span>/Users/shanyue/backend/node_modules/sequelize/types/index<span class="token entity" title="\&quot;">\&quot;</span>' has no exported member 'AnyFindOptions'.&quot;</span>
<span class="token punctuation">}</span>
<span class="token punctuation">{</span>
  <span class="token string">&quot;count&quot;</span><span class="token builtin class-name">:</span> <span class="token number">20</span>,
  <span class="token string">&quot;code&quot;</span><span class="token builtin class-name">:</span> <span class="token string">&quot;TS2532&quot;</span>,
  <span class="token string">&quot;message&quot;</span><span class="token builtin class-name">:</span> <span class="token string">&quot;Object is possibly 'undefined'.&quot;</span>
<span class="token punctuation">}</span>
<span class="token punctuation">{</span>
  <span class="token string">&quot;count&quot;</span><span class="token builtin class-name">:</span> <span class="token number">118</span>,
  <span class="token string">&quot;code&quot;</span><span class="token builtin class-name">:</span> <span class="token string">&quot;TS2304&quot;</span>,
  <span class="token string">&quot;message&quot;</span><span class="token builtin class-name">:</span> <span class="token string">&quot;Cannot find name 'Op'.&quot;</span>
<span class="token punctuation">}</span>
</code></pre></div><p>都是一些小问题了，逐个解决</p> <h2 id="_16-git-diff"><a href="#_16-git-diff" class="header-anchor">#</a> 16 git diff</h2> <p>统计下修改了多少内容</p> <div class="language-shell extra-class"><pre class="language-shell"><code>$ <span class="token function">git</span> <span class="token function">diff</span> master --shortstat
 <span class="token number">199</span> files changed, <span class="token number">1784</span> insertions<span class="token punctuation">(</span>+<span class="token punctuation">)</span>, <span class="token number">1411</span> deletions<span class="token punctuation">(</span>-<span class="token punctuation">)</span>
</code></pre></div><h2 id="_17-运行时问题-postgres-range"><a href="#_17-运行时问题-postgres-range" class="header-anchor">#</a> 17 运行时问题: postgres range</h2> <p>以上编译时的问题解决了，最令人头疼的还是运行时问题了</p> <p>这次碰到的是 postgres 的 <code>range</code> 这个数据类型</p> <div class="language-typescript extra-class"><pre class="language-typescript"><code><span class="token comment">// 更改前</span>
<span class="token punctuation">[</span><span class="token number">0</span><span class="token punctuation">,</span> <span class="token number">100</span><span class="token punctuation">]</span>

<span class="token comment">// 更改后</span>
<span class="token punctuation">[</span><span class="token punctuation">{</span>
  value<span class="token operator">:</span> <span class="token number">0</span><span class="token punctuation">,</span>
  inclusive<span class="token operator">:</span> <span class="token boolean">false</span>
<span class="token punctuation">}</span><span class="token punctuation">,</span> <span class="token punctuation">{</span>
  value<span class="token operator">:</span> <span class="token number">100</span><span class="token punctuation">,</span>
  inclusive<span class="token operator">:</span> <span class="token boolean">true</span>
<span class="token punctuation">}</span><span class="token punctuation">]</span>
</code></pre></div><p><strong>但是如果对数据库的每个 Model 都加上 type 的话，这个问题就可以在编译时解决</strong></p> <h2 id="_18-运行时问题-undefined-in-where"><a href="#_18-运行时问题-undefined-in-where" class="header-anchor">#</a> 18 运行时问题: undefined in where</h2> <p>在 where 中遇到 <code>undefined</code> 会抛出异常。<a href="https://github.com/sequelize/sequelize/pull/9548/files" target="_blank" rel="noopener noreferrer">https://github.com/sequelize/sequelize/pull/9548/files<svg xmlns="http://www.w3.org/2000/svg" aria-hidden="true" x="0px" y="0px" viewBox="0 0 100 100" width="15" height="15" class="icon outbound"><path fill="currentColor" d="M18.8,85.1h56l0,0c2.2,0,4-1.8,4-4v-32h-8v28h-48v-48h28v-8h-32l0,0c-2.2,0-4,1.8-4,4v56C14.8,83.3,16.6,85.1,18.8,85.1z"></path> <polygon fill="currentColor" points="45.7,48.7 51.3,54.3 77.2,28.5 77.2,37.2 85.2,37.2 85.2,14.9 62.8,14.9 62.8,22.9 71.5,22.9"></polygon></svg></a></p> <p>使用 <code>_.pickBy</code> 过滤掉 <code>undefined</code></p> <div class="language-typescript extra-class"><pre class="language-typescript"><code><span class="token keyword">const</span> where <span class="token operator">=</span> _<span class="token punctuation">.</span><span class="token function">pickBy</span><span class="token punctuation">(</span>data<span class="token punctuation">,</span> <span class="token parameter">x</span> <span class="token operator">=&gt;</span> x <span class="token operator">!==</span> <span class="token keyword">undefined</span><span class="token punctuation">)</span>
</code></pre></div><p><strong>当然，如果 typescript 做的比较严格的话，这个问题也可以避免</strong></p> <h2 id="_19-运行时问题-assign-op-ne-3"><a href="#_19-运行时问题-assign-op-ne-3" class="header-anchor">#</a> 19 运行时问题: _.assign({ [Op.ne]: 3 })</h2> <p><code>_.assign</code> 会丢失 Symbol 属性，使用 <code>Object.assign</code> 代替</p> <hr> <p>欢迎关注我的公众号<strong>中关村程序员</strong>，在这里记录着我的技术成长，欢迎交流</p> <p><img src="https://blog.zhequtao.com/qrcode.jpg" alt="欢迎关注公众号中关村程序员，在这里记录我的技术成长，欢迎交流"></p></div> <footer class="page-edit"><!----> <div class="last-updated"><span class="prefix">上次更新:</span> <span class="time">7/20/2020, 2:09:44 AM</span></div></footer> <!----> </main></div><div class="global-ui"></div></div>
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